About Me

I am a Master’s student in Computer Science at the University of Massachusetts Amherst, focusing on Machine Learning Systems and Scalable AI.

My technical interests lie at the intersection of Deep Learning and Efficiency. I am actively exploring:

• Natural Language Processing (NLP): Benchmarking the efficiency trade-offs of Selective State Space Models (Mamba) vs. Transformers (linear O(L) vs. quadratic O(L^2) scaling), advancing narrative understanding through synthetic data generation and fine-tuning for word-sense disambiguation, and engineering RAG agents with automated retrieval benchmarks on serverless platforms.
• Computer Vision: Leveraging deep learning for geospatial analysis and remote sensing (my background prior to UMass).
• Network Systems: Studying efficient algorithms and optimization techniques for modern distributed networks.

I completed my Bachelor of Technology in Computer Engineering at College of Engineering Pune in 2025.

I am currently seeking Data Science and Machine Learning Internships for Summer 2026. I am passionate about building AI solutions that are scalable and optimized for the real world.